All Questions
Tagged with algorithmgenetic-algorithms
7 questions
1vote
0answers
83views
Is a evolutionary algorithm suitable as an alternative for this method?
I found this algorithm in a paper and want to use it, but when the number of sources are more then this approach will have a high computation time. If K_{^}= 10, ...
- 41
0votes
2answers
220views
How to detect that the fitness landscape of a genetic algorithm is changing over time?
I understand that in each generation of a genetic algorithm, that generation must re-prove it's fitness (and then the fittest of that population is taken for the next population). In this case, I ...
- 307
3votes
2answers
666views
Are there any disadvantages to using a variable population size in genetic algorithms?
When implementing a genetic algorithm, I understand the basic idea is to have an initial population of a certain size. Then, we pick two individuals from a population, construct two new individuals (...
- 307
3votes
0answers
53views
In machine learning, how can we overcome the restrictive nature of conjunctive space?
In machine learning, problem space can be represented through concept space, instance space version space and hypothesis space. These problem spaces used the conjunctive space and are very restrictive ...
- 139
3votes
1answer
64views
Metrics of quality of parameter space exploration
Considering a black box optimization problem on non-linear, non-convex function where we want to minimize an objective function. One way to assess the quality of an optimizer is to look at the best ...
- 31
3votes
1answer
513views
How to find optimal mutation probability and crossover probability?
I have a genetic algorithm that maximizes a fitness function with two variables f(X,Y). I have been running the algorithm with various parameters in mutation and crossover probability (0.1, 0.2, ...) ...
1vote
1answer
131views
Which algorithm for scheduling race grid?
I want to plot a schedule of races based on rules. Rules like "each team needs at least 2 races between their next race" and some teams (e.g. collegiate) need to be clumped near each other. What ...
- 111
